{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "PHCv2.4.86 released 2022-05-30 works!\n"
     ]
    }
   ],
   "source": [
    "import numpy as np\n",
    "import pickle\n",
    "import matplotlib.pyplot as plt\n",
    "import c_solver_2D as csolver"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "with open(\"data/GBZ_data_1/y_major_8.pkl\", \"rb\") as fp:\n",
    "    GBZ_segments = pickle.load(fp)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "GBZ_loops = csolver.segments_to_loops(GBZ_segments)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "8\n"
     ]
    }
   ],
   "source": [
    "print(len(GBZ_loops))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n",
      "8\n"
     ]
    }
   ],
   "source": [
    "all_loops = []\n",
    "for j in range(50):\n",
    "    if os.path.exists(\"data/GBZ_data_2/x_major_%d.pkl\"%(j)):\n",
    "        with open(\"data/GBZ_data_2/x_major_%d.pkl\"%(j), \"rb\") as fp:\n",
    "            GBZ_segments = pickle.load(fp)\n",
    "        GBZ_loops = csolver.segments_to_loops(GBZ_segments)\n",
    "        new_GBZ_loops = []\n",
    "        for seg in GBZ_loops:\n",
    "            if(seg.shape[0] > 50):\n",
    "                new_GBZ_loops.append(seg)\n",
    "        if(len(new_GBZ_loops) == 8):\n",
    "            all_loops.append(new_GBZ_loops)\n",
    "        # if(len(new_GBZ_loops)!=8 or j == 10):\n",
    "        #     fig = plt.figure()\n",
    "        #     ax = fig.add_subplot(projection='3d')\n",
    "        #     for seg in new_GBZ_loops:\n",
    "        #         ax.plot(seg[:,1].real, seg[:,1].imag, seg[:,0].real)\n",
    "        #     ax.set_title(len(new_GBZ_loops))\n",
    "        #     plt.show()\n",
    "\n",
    "        print(len(new_GBZ_loops)) \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "loop_chains = csolver.loops_to_loop_chain(all_loops)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "8\n"
     ]
    }
   ],
   "source": [
    "print(len(loop_chains))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "torus_list = csolver.loop_chain_to_torus(loop_chains)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2\n"
     ]
    }
   ],
   "source": [
    "print(len(torus_list))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Using matplotlib backend: QtAgg\n"
     ]
    }
   ],
   "source": [
    "%matplotlib"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 0, '$\\\\mathrm{Re}(E)$')"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fig = plt.figure()\n",
    "ax = fig.add_subplot(projection='3d')\n",
    "for curr_torus in torus_list:\n",
    "    for loop in curr_torus:\n",
    "        ax.plot(np.log(loop[:,1]).imag, np.log(loop[:,2]).imag, loop[:,0].real)\n",
    "ax.set_xlabel(\"$\\\\mathrm{arg}(\\\\beta_1)$\")\n",
    "ax.set_ylabel(\"$\\\\mathrm{arg}(\\\\beta_2)$\")\n",
    "ax.set_zlabel(\"$\\\\mathrm{Re}(E)$\")\n",
    "    # plt.pause(1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[array([[ 7.52489858+0.17415351j, -0.03079506+0.99952572j,\n",
      "         0.73153159-0.5360517j ],\n",
      "       [ 7.52767009+0.15672216j, -0.06156091+0.99810333j,\n",
      "         0.73159246-0.53658502j],\n",
      "       [ 7.53055797+0.13936632j, -0.09226836+0.99573418j,\n",
      "         0.73173645-0.53715173j],\n",
      "       [ 7.53355728+0.12210435j, -0.12288829+0.99242051j,\n",
      "         0.73196342-0.53774998j],\n",
      "       [ 7.53666258+0.10495427j, -0.15339165+0.98816547j,\n",
      "         0.73227311-0.53837796j],\n",
      "       [ 7.53986797+0.08793377j, -0.18374952+0.9829731j ,\n",
      "         0.73266518-0.53903385j],\n",
      "       [ 7.54316715+0.07106016j, -0.21393308+0.97684832j,\n",
      "         0.73313917-0.53971588j],\n",
      "       [ 7.5465534 +0.05435036j, -0.24391372+0.96979694j,\n",
      "         0.73369452-0.54042229j],\n",
      "       [ 7.55001967+0.03782083j, -0.27366299+0.96182564j,\n",
      "         0.73433058-0.54115137j],\n",
      "       [ 7.55355856+0.02148763j, -0.30315267+0.952942j  ,\n",
      "         0.73504661-0.54190143j],\n",
      "       [ 7.55716238+0.0053663j , -0.3323548 +0.94315443j,\n",
      "         0.73584179-0.54267086j],\n",
      "       [ 7.56082319-0.01052807j, -0.36124167+0.93247223j,\n",
      "         0.73671519-0.54345807j],\n",
      "       [ 7.56453282-0.02618089j, -0.38978587+0.92090552j,\n",
      "         0.73766584-0.54426152j],\n",
      "       [ 7.56828292-0.04157807j, -0.41796034+0.90846527j,\n",
      "         0.73869266-0.54507975j],\n",
      "       [ 7.57206497-0.05670605j, -0.44573836+0.89516329j,\n",
      "         0.73979453-0.54591133j],\n",
      "       [ 7.57587035-0.07155176j, -0.47309356+0.88101219j,\n",
      "         0.74097023-0.54675491j],\n",
      "       [ 7.57969035-0.08610267j, -0.5       +0.8660254j ,\n",
      "         0.7422185 -0.54760919j],\n",
      "       [ 7.58351618-0.10034674j, -0.52643216+0.85021714j,\n",
      "         0.74353802-0.54847293j],\n",
      "       [ 7.58733907-0.11427247j, -0.55236497+0.83360239j,\n",
      "         0.74492742-0.54934496j],\n",
      "       [ 7.59115021-0.12786885j, -0.57777383+0.81619691j,\n",
      "         0.74638526-0.55022418j],\n",
      "       [ 7.59494086-0.1411254j , -0.60263464+0.79801723j,\n",
      "         0.74791008-0.55110954j],\n",
      "       [ 7.59870234-0.1540321j , -0.62692381+0.77908057j,\n",
      "         0.74950034-0.55200005j],\n",
      "       [ 7.60242605-0.16657944j, -0.6506183 +0.75940492j,\n",
      "         0.75115449-0.55289482j],\n",
      "       [ 7.6061035 -0.17875839j, -0.67369564+0.73900892j,\n",
      "         0.75287093-0.55379298j],\n",
      "       [ 7.60972635-0.19056038j, -0.69613395+0.71791192j,\n",
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      "       [ 7.61328641-0.2019773j , -0.71791192+0.69613395j,\n",
      "         0.75648413-0.5555964j ],\n",
      "       [ 7.61677568-0.21300148j, -0.73900892+0.67369564j,\n",
      "         0.75837752-0.55650028j],\n",
      "       [ 7.62018635-0.22362569j, -0.75940492+0.6506183j ,\n",
      "         0.76032647-0.55740477j],\n",
      "       [ 7.62351082-0.23384309j, -0.77908057+0.62692381j,\n",
      "         0.76232924-0.55830933j],\n",
      "       [ 7.62674173-0.24364729j, -0.79801723+0.60263464j,\n",
      "         0.76438405-0.55921348j],\n",
      "       [ 7.62987197-0.25303227j, -0.81619691+0.57777383j,\n",
      "         0.76648911-0.56011679j],\n",
      "       [ 7.63289468-0.26199237j, -0.83360239+0.55236497j,\n",
      "         0.76864258-0.56101889j],\n",
      "       [ 7.63580328-0.27052232j, -0.85021714+0.52643216j,\n",
      "         0.77084262-0.56191945j],\n",
      "       [ 7.63859147-0.27861722j, -0.8660254 +0.5j       ,\n",
      "         0.77308738-0.5628182j ],\n",
      "       [ 7.64125325-0.28627247j, -0.88101219+0.47309356j,\n",
      "         0.77537496-0.56371493j],\n",
      "       [ 7.64378291-0.29348382j, -0.89516329+0.44573836j,\n",
      "         0.77770348-0.56460946j],\n",
      "       [ 7.64617506-0.30024736j, -0.90846527+0.41796034j,\n",
      "         0.78007101-0.56550168j],\n",
      "       [ 7.64842463-0.30655944j, -0.92090552+0.38978587j,\n",
      "         0.78247562-0.5663915j ],\n",
      "       [ 7.65052688-0.31241676j, -0.93247223+0.36124167j,\n",
      "         0.78491535-0.56727888j],\n",
      "       [ 7.65247738-0.31781627j, -0.94315443+0.3323548j ,\n",
      "         0.78738823-0.56816383j],\n",
      "       [ 7.65427206-0.3227552j , -0.952942  +0.30315267j,\n",
      "         0.78989228-0.5690464j ],\n",
      "       [ 7.65590718-0.32723107j, -0.96182564+0.27366299j,\n",
      "         0.79242549-0.56992666j],\n",
      "       [ 7.65737936-0.33124164j, -0.96979694+0.24391372j,\n",
      "         0.79498585-0.57080473j],\n",
      "       [ 7.65868553-0.33478494j, -0.97684832+0.21393308j,\n",
      "         0.7975713 -0.57168075j],\n",
      "       [ 7.65982301-0.33785925j, -0.9829731 +0.18374952j,\n",
      "         0.80017979-0.5725549j ],\n",
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      "         0.80280924-0.57342739j],\n",
      "       [ 7.66158292-0.34259516j, -0.99242051+0.12288829j,\n",
      "         0.80545757-0.57429846j],\n",
      "       [ 7.66220173-0.34425449j, -0.99573418+0.09226836j,\n",
      "         0.80812264-0.57516835j],\n",
      "       [ 7.66264464-0.34544029j, -0.99810333+0.06156091j,\n",
      "         0.81080233-0.57603734j],\n",
      "       [ 7.66291075-0.346152j  , -0.99952572+0.03079506j,\n",
      "         0.81349448-0.57690573j],\n",
      "       [ 7.66291075-0.346152j  , -0.99952572-0.03079506j,\n",
      "         0.81890742-0.57864197j],\n",
      "       [ 7.66264464-0.34544029j, -0.99810333-0.06156091j,\n",
      "         0.82162378-0.57951049j],\n",
      "       [ 7.66220173-0.34425449j, -0.99573418-0.09226836j,\n",
      "         0.82434375-0.58037973j],\n",
      "       [ 7.66158292-0.34259516j, -0.99242051-0.12288829j,\n",
      "         0.82706505-0.58125005j],\n",
      "       [ 7.66078947-0.34046307j, -0.98816547-0.15339166j,\n",
      "         0.82978539-0.5821218j ],\n",
      "       [ 7.65982301-0.33785925j, -0.9829731 -0.18374952j,\n",
      "         0.83250245-0.58299533j],\n",
      "       [ 7.65868553-0.33478494j, -0.97684832-0.21393308j,\n",
      "         0.83521387-0.58387099j],\n",
      "       [ 7.65737936-0.33124164j, -0.96979694-0.24391372j,\n",
      "         0.83791728-0.58474914j],\n",
      "       [ 7.65590718-0.32723107j, -0.96182564-0.27366299j,\n",
      "         0.84061027-0.58563011j],\n",
      "       [ 7.65427206-0.3227552j , -0.952942  -0.30315267j,\n",
      "         0.84329043-0.58651421j],\n",
      "       [ 7.65247738-0.31781627j, -0.94315443-0.3323548j ,\n",
      "         0.84595529-0.58740176j],\n",
      "       [ 7.65052688-0.31241676j, -0.93247223-0.36124167j,\n",
      "         0.84860236-0.58829304j],\n",
      "       [ 7.64842463-0.30655944j, -0.92090552-0.38978587j,\n",
      "         0.85122914-0.58918831j],\n",
      "       [ 7.64617506-0.30024736j, -0.90846527-0.41796035j,\n",
      "         0.85383309-0.5900878j ],\n",
      "       [ 7.64378291-0.29348382j, -0.89516329-0.44573836j,\n",
      "         0.85641164-0.59099172j],\n",
      "       [ 7.64125325-0.28627247j, -0.88101219-0.47309356j,\n",
      "         0.85896221-0.59190022j],\n",
      "       [ 7.63859147-0.27861722j, -0.8660254 -0.5j       ,\n",
      "         0.86148217-0.59281344j],\n",
      "       [ 7.63580328-0.27052232j, -0.85021714-0.52643216j,\n",
      "         0.8639689 -0.59373145j],\n",
      "       [ 7.63289468-0.26199237j, -0.83360239-0.55236497j,\n",
      "         0.86641972-0.59465429j],\n",
      "       [ 7.62987197-0.25303227j, -0.81619691-0.57777383j,\n",
      "         0.86883197-0.59558193j],\n",
      "       [ 7.62674173-0.24364729j, -0.79801723-0.60263464j,\n",
      "         0.87120293-0.59651428j],\n",
      "       [ 7.62351082-0.23384309j, -0.77908057-0.62692381j,\n",
      "         0.87352991-0.59745122j],\n",
      "       [ 7.62018635-0.22362569j, -0.75940492-0.6506183j ,\n",
      "         0.87581016-0.59839253j],\n",
      "       [ 7.61677568-0.21300148j, -0.73900892-0.67369564j,\n",
      "         0.87804095-0.59933792j],\n",
      "       [ 7.61328641-0.2019773j , -0.71791192-0.69613395j,\n",
      "         0.88021955-0.60028704j],\n",
      "       [ 7.60972635-0.19056038j, -0.69613395-0.71791192j,\n",
      "         0.88234321-0.60123945j],\n",
      "       [ 7.6061035 -0.17875839j, -0.67369564-0.73900892j,\n",
      "         0.88440918-0.60219464j],\n",
      "       [ 7.60242605-0.16657944j, -0.6506183 -0.75940492j,\n",
      "         0.88641473-0.60315198j],\n",
      "       [ 7.59870234-0.1540321j , -0.62692381-0.77908057j,\n",
      "         0.88835715-0.60411079j],\n",
      "       [ 7.59494086-0.1411254j , -0.60263464-0.79801723j,\n",
      "         0.89023374-0.60507025j],\n",
      "       [ 7.59115021-0.12786885j, -0.57777383-0.81619691j,\n",
      "         0.89204181-0.60602946j],\n",
      "       [ 7.58733907-0.11427247j, -0.55236497-0.83360239j,\n",
      "         0.89377874-0.60698744j],\n",
      "       [ 7.58351618-0.10034674j, -0.52643216-0.85021714j,\n",
      "         0.89544192-0.60794306j],\n",
      "       [ 7.57969035-0.08610267j, -0.5       -0.8660254j ,\n",
      "         0.89702879-0.60889512j],\n",
      "       [ 7.57587035-0.07155176j, -0.47309356-0.88101219j,\n",
      "         0.89853687-0.6098423j ],\n",
      "       [ 7.57206497-0.05670605j, -0.44573836-0.89516329j,\n",
      "         0.89996373-0.61078315j],\n",
      "       [ 7.56828292-0.04157807j, -0.41796034-0.90846527j,\n",
      "         0.90130702-0.61171614j],\n",
      "       [ 7.56453282-0.02618089j, -0.38978587-0.92090552j,\n",
      "         0.90256447-0.61263962j],\n",
      "       [ 7.56082319-0.01052807j, -0.36124167-0.93247223j,\n",
      "         0.9037339 -0.61355183j],\n",
      "       [ 7.55716238+0.0053663j , -0.3323548 -0.94315443j,\n",
      "         0.90481325-0.6144509j ],\n",
      "       [ 7.55355856+0.02148763j, -0.30315267-0.952942j  ,\n",
      "         0.90580058-0.61533486j],\n",
      "       [ 7.55001967+0.03782083j, -0.27366299-0.96182564j,\n",
      "         0.90669405-0.61620165j],\n",
      "       [ 7.5465534 +0.05435036j, -0.24391372-0.96979694j,\n",
      "         0.90749198-0.6170491j ],\n",
      "       [ 7.54316715+0.07106016j, -0.21393308-0.97684832j,\n",
      "         0.90819283-0.61787497j],\n",
      "       [ 7.53986797+0.08793377j, -0.18374952-0.9829731j ,\n",
      "         0.90879522-0.61867694j],\n",
      "       [ 7.53666258+0.10495427j, -0.15339165-0.98816547j,\n",
      "         0.90929792-0.61945259j],\n",
      "       [ 7.53355728+0.12210435j, -0.12288829-0.99242051j,\n",
      "         0.90969991-0.62019947j],\n",
      "       [ 7.53055797+0.13936632j, -0.09226836-0.99573418j,\n",
      "         0.91000032-0.62091507j],\n",
      "       [ 7.52767009+0.15672216j, -0.06156091-0.99810333j,\n",
      "         0.91019849-0.62159684j],\n",
      "       [ 7.52489858+0.17415351j, -0.03079506-0.99952572j,\n",
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      "       [ 7.65247738-0.31781627j, -0.94315443+0.3323548j ,\n",
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      "         0.75386785+0.5279796j ],\n",
      "       [ 7.49669811+0.50932613j,  0.55236497+0.83360239j,\n",
      "         0.75286072+0.52671996j],\n",
      "       [ 7.49694458+0.49435821j,  0.52643216+0.85021714j,\n",
      "         0.75193164+0.52549821j],\n",
      "       [ 7.49729272+0.47909657j,  0.5       +0.8660254j ,\n",
      "         0.75108089+0.52431619j],\n",
      "       [ 7.4977478 +0.46355716j,  0.47309356+0.88101219j,\n",
      "         0.75030865+0.52317573j],\n",
      "       [ 7.49831477+0.44775642j,  0.44573836+0.89516329j,\n",
      "         0.74961492+0.52207868j],\n",
      "       [ 7.49899819+0.43171122j,  0.41796034+0.90846527j,\n",
      "         0.7489996 +0.52102686j],\n",
      "       [ 7.49980224+0.41543887j,  0.38978587+0.92090552j,\n",
      "         0.74846242+0.52002206j],\n",
      "       [ 7.50073069+0.39895705j,  0.36124167+0.93247223j,\n",
      "         0.74800299+0.51906608j],\n",
      "       [ 7.50178681+0.38228379j,  0.3323548 +0.94315443j,\n",
      "         0.74762078+0.51816063j],\n",
      "       [ 7.50297343+0.36543747j,  0.30315267+0.952942j  ,\n",
      "         0.74731514+0.51730742j],\n",
      "       [ 7.50429283+0.34843671j,  0.27366299+0.96182564j,\n",
      "         0.74708529+0.51650809j],\n",
      "       [ 7.50574679+0.33130042j,  0.24391372+0.96979694j,\n",
      "         0.74693034+0.51576421j],\n",
      "       [ 7.50733651+0.31404765j,  0.21393308+0.97684832j,\n",
      "         0.74684927+0.51507729j],\n",
      "       [ 7.50906266+0.29669767j,  0.18374952+0.9829731j ,\n",
      "         0.74684097+0.51444879j],\n",
      "       [ 7.51092531+0.27926981j,  0.15339165+0.98816547j,\n",
      "         0.74690423+0.51388006j],\n",
      "       [ 7.51292395+0.2617835j ,  0.12288829+0.99242051j,\n",
      "         0.74703773+0.51337237j],\n",
      "       [ 7.51505749+0.24425816j,  0.09226836+0.99573418j,\n",
      "         0.74724009+0.51292693j],\n",
      "       [ 7.51732426+0.22671322j,  0.06156091+0.99810333j,\n",
      "         0.74750983+0.51254481j],\n",
      "       [ 7.51972202+0.20916801j,  0.03079506+0.99952572j,\n",
      "         0.7478454 +0.51222702j]]), array([[-7.52489858-0.17415351j,  0.03079506-0.99952572j,\n",
      "        -0.73153159+0.5360517j ],\n",
      "       [-7.52767009-0.15672216j,  0.06156091-0.99810333j,\n",
      "        -0.73159246+0.53658502j],\n",
      "       [-7.53055797-0.13936632j,  0.09226836-0.99573418j,\n",
      "        -0.73173645+0.53715173j],\n",
      "       [-7.53355728-0.12210435j,  0.12288829-0.99242051j,\n",
      "        -0.73196342+0.53774998j],\n",
      "       [-7.53666258-0.10495427j,  0.15339165-0.98816547j,\n",
      "        -0.73227311+0.53837796j],\n",
      "       [-7.53986797-0.08793377j,  0.18374952-0.9829731j ,\n",
      "        -0.73266518+0.53903385j],\n",
      "       [-7.54316715-0.07106016j,  0.21393308-0.97684832j,\n",
      "        -0.73313917+0.53971588j],\n",
      "       [-7.5465534 -0.05435036j,  0.24391372-0.96979694j,\n",
      "        -0.73369452+0.54042229j],\n",
      "       [-7.55001967-0.03782083j,  0.27366299-0.96182564j,\n",
      "        -0.73433058+0.54115137j],\n",
      "       [-7.55355856-0.02148763j,  0.30315267-0.952942j  ,\n",
      "        -0.73504661+0.54190143j],\n",
      "       [-7.55716238-0.0053663j ,  0.3323548 -0.94315443j,\n",
      "        -0.73584179+0.54267086j],\n",
      "       [-7.56082319+0.01052807j,  0.36124167-0.93247223j,\n",
      "        -0.73671519+0.54345807j],\n",
      "       [-7.56453282+0.02618089j,  0.38978587-0.92090552j,\n",
      "        -0.73766584+0.54426152j],\n",
      "       [-7.56828292+0.04157807j,  0.41796034-0.90846527j,\n",
      "        -0.73869266+0.54507975j],\n",
      "       [-7.57206497+0.05670605j,  0.44573836-0.89516329j,\n",
      "        -0.73979453+0.54591133j],\n",
      "       [-7.57587035+0.07155176j,  0.47309356-0.88101219j,\n",
      "        -0.74097023+0.54675491j],\n",
      "       [-7.57969035+0.08610267j,  0.5       -0.8660254j ,\n",
      "        -0.7422185 +0.54760919j],\n",
      "       [-7.58351618+0.10034674j,  0.52643216-0.85021714j,\n",
      "        -0.74353802+0.54847293j],\n",
      "       [-7.58733907+0.11427247j,  0.55236497-0.83360239j,\n",
      "        -0.74492742+0.54934496j],\n",
      "       [-7.59115021+0.12786885j,  0.57777383-0.81619691j,\n",
      "        -0.74638526+0.55022418j],\n",
      "       [-7.59494086+0.1411254j ,  0.60263464-0.79801723j,\n",
      "        -0.74791008+0.55110954j],\n",
      "       [-7.59870234+0.1540321j ,  0.62692381-0.77908057j,\n",
      "        -0.74950034+0.55200005j],\n",
      "       [-7.60242605+0.16657944j,  0.6506183 -0.75940492j,\n",
      "        -0.75115449+0.55289482j],\n",
      "       [-7.6061035 +0.17875839j,  0.67369564-0.73900892j,\n",
      "        -0.75287093+0.55379298j],\n",
      "       [-7.60972635+0.19056038j,  0.69613395-0.71791192j,\n",
      "        -0.75464804+0.55469375j],\n",
      "       [-7.61328641+0.2019773j ,  0.71791192-0.69613395j,\n",
      "        -0.75648413+0.5555964j ],\n",
      "       [-7.61677568+0.21300148j,  0.73900892-0.67369564j,\n",
      "        -0.75837752+0.55650028j],\n",
      "       [-7.62018635+0.22362569j,  0.75940492-0.6506183j ,\n",
      "        -0.76032647+0.55740477j],\n",
      "       [-7.62351082+0.23384309j,  0.77908057-0.62692381j,\n",
      "        -0.76232924+0.55830933j],\n",
      "       [-7.62674173+0.24364729j,  0.79801723-0.60263464j,\n",
      "        -0.76438405+0.55921348j],\n",
      "       [-7.62987197+0.25303227j,  0.81619691-0.57777383j,\n",
      "        -0.76648911+0.56011679j],\n",
      "       [-7.63289468+0.26199237j,  0.83360239-0.55236497j,\n",
      "        -0.76864258+0.56101889j],\n",
      "       [-7.63580328+0.27052232j,  0.85021714-0.52643216j,\n",
      "        -0.77084262+0.56191945j],\n",
      "       [-7.63859147+0.27861722j,  0.8660254 -0.5j       ,\n",
      "        -0.77308738+0.5628182j ],\n",
      "       [-7.64125325+0.28627247j,  0.88101219-0.47309356j,\n",
      "        -0.77537496+0.56371493j],\n",
      "       [-7.64378291+0.29348382j,  0.89516329-0.44573836j,\n",
      "        -0.77770348+0.56460946j],\n",
      "       [-7.64617506+0.30024736j,  0.90846527-0.41796034j,\n",
      "        -0.78007101+0.56550168j],\n",
      "       [-7.64842463+0.30655944j,  0.92090552-0.38978587j,\n",
      "        -0.78247562+0.5663915j ],\n",
      "       [-7.65052688+0.31241676j,  0.93247223-0.36124167j,\n",
      "        -0.78491535+0.56727888j],\n",
      "       [-7.65247738+0.31781627j,  0.94315443-0.3323548j ,\n",
      "        -0.78738823+0.56816383j],\n",
      "       [-7.65427206+0.3227552j ,  0.952942  -0.30315267j,\n",
      "        -0.78989228+0.5690464j ],\n",
      "       [-7.65590718+0.32723107j,  0.96182564-0.27366299j,\n",
      "        -0.79242549+0.56992666j],\n",
      "       [-7.65737936+0.33124164j,  0.96979694-0.24391372j,\n",
      "        -0.79498585+0.57080473j],\n",
      "       [-7.65868553+0.33478494j,  0.97684832-0.21393308j,\n",
      "        -0.7975713 +0.57168075j],\n",
      "       [-7.65982301+0.33785925j,  0.9829731 -0.18374952j,\n",
      "        -0.80017979+0.5725549j ],\n",
      "       [-7.66078947+0.34046307j,  0.98816547-0.15339165j,\n",
      "        -0.80280924+0.57342739j],\n",
      "       [-7.66158292+0.34259516j,  0.99242051-0.12288829j,\n",
      "        -0.80545757+0.57429846j],\n",
      "       [-7.66220173+0.34425449j,  0.99573418-0.09226836j,\n",
      "        -0.80812264+0.57516835j],\n",
      "       [-7.66264464+0.34544029j,  0.99810333-0.06156091j,\n",
      "        -0.81080233+0.57603734j],\n",
      "       [-7.66291075+0.346152j  ,  0.99952572-0.03079506j,\n",
      "        -0.81349448+0.57690573j],\n",
      "       [-7.66291075+0.346152j  ,  0.99952572+0.03079506j,\n",
      "        -0.81890742+0.57864197j],\n",
      "       [-7.66264464+0.34544029j,  0.99810333+0.0615609j ,\n",
      "        -0.82162378+0.57951049j],\n",
      "       [-7.66220173+0.34425449j,  0.99573418+0.09226836j,\n",
      "        -0.82434375+0.58037973j],\n",
      "       [-7.66158292+0.34259516j,  0.99242051+0.12288829j,\n",
      "        -0.82706505+0.58125005j],\n",
      "       [-7.66078947+0.34046307j,  0.98816547+0.15339166j,\n",
      "        -0.82978539+0.5821218j ],\n",
      "       [-7.65982301+0.33785925j,  0.9829731 +0.18374952j,\n",
      "        -0.83250245+0.58299533j],\n",
      "       [-7.65868553+0.33478494j,  0.97684832+0.21393308j,\n",
      "        -0.83521387+0.58387099j],\n",
      "       [-7.65737936+0.33124164j,  0.96979694+0.24391372j,\n",
      "        -0.83791728+0.58474914j],\n",
      "       [-7.65590718+0.32723107j,  0.96182564+0.27366299j,\n",
      "        -0.84061027+0.58563011j],\n",
      "       [-7.65427206+0.3227552j ,  0.952942  +0.30315267j,\n",
      "        -0.84329043+0.58651421j],\n",
      "       [-7.65247738+0.31781627j,  0.94315443+0.3323548j ,\n",
      "        -0.84595529+0.58740176j],\n",
      "       [-7.65052688+0.31241676j,  0.93247223+0.36124167j,\n",
      "        -0.84860236+0.58829304j],\n",
      "       [-7.64842463+0.30655944j,  0.92090552+0.38978587j,\n",
      "        -0.85122914+0.58918831j],\n",
      "       [-7.64617506+0.30024736j,  0.90846527+0.41796035j,\n",
      "        -0.85383309+0.5900878j ],\n",
      "       [-7.64378291+0.29348382j,  0.89516329+0.44573836j,\n",
      "        -0.85641164+0.59099172j],\n",
      "       [-7.64125325+0.28627247j,  0.88101219+0.47309356j,\n",
      "        -0.85896221+0.59190022j],\n",
      "       [-7.63859147+0.27861722j,  0.8660254 +0.5j       ,\n",
      "        -0.86148217+0.59281344j],\n",
      "       [-7.63580328+0.27052232j,  0.85021714+0.52643216j,\n",
      "        -0.8639689 +0.59373145j],\n",
      "       [-7.63289468+0.26199237j,  0.83360239+0.55236497j,\n",
      "        -0.86641972+0.59465429j],\n",
      "       [-7.62987197+0.25303227j,  0.81619691+0.57777383j,\n",
      "        -0.86883197+0.59558193j],\n",
      "       [-7.62674173+0.24364729j,  0.79801723+0.60263464j,\n",
      "        -0.87120293+0.59651428j],\n",
      "       [-7.62351082+0.23384309j,  0.77908057+0.62692381j,\n",
      "        -0.87352991+0.59745122j],\n",
      "       [-7.62018635+0.22362569j,  0.75940492+0.6506183j ,\n",
      "        -0.87581016+0.59839253j],\n",
      "       [-7.61677568+0.21300148j,  0.73900892+0.67369564j,\n",
      "        -0.87804095+0.59933792j],\n",
      "       [-7.61328641+0.2019773j ,  0.71791192+0.69613395j,\n",
      "        -0.88021955+0.60028704j],\n",
      "       [-7.60972635+0.19056038j,  0.69613395+0.71791192j,\n",
      "        -0.88234321+0.60123945j],\n",
      "       [-7.6061035 +0.17875839j,  0.67369564+0.73900892j,\n",
      "        -0.88440918+0.60219464j],\n",
      "       [-7.60242605+0.16657944j,  0.6506183 +0.75940492j,\n",
      "        -0.88641473+0.60315198j],\n",
      "       [-7.59870234+0.1540321j ,  0.62692381+0.77908057j,\n",
      "        -0.88835715+0.60411079j],\n",
      "       [-7.59494086+0.1411254j ,  0.60263464+0.79801723j,\n",
      "        -0.89023374+0.60507025j],\n",
      "       [-7.59115021+0.12786885j,  0.57777383+0.81619691j,\n",
      "        -0.89204181+0.60602946j],\n",
      "       [-7.58733907+0.11427247j,  0.55236497+0.83360239j,\n",
      "        -0.89377874+0.60698744j],\n",
      "       [-7.58351618+0.10034674j,  0.52643216+0.85021714j,\n",
      "        -0.89544192+0.60794306j],\n",
      "       [-7.57969035+0.08610267j,  0.5       +0.8660254j ,\n",
      "        -0.89702879+0.60889512j],\n",
      "       [-7.57587035+0.07155176j,  0.47309356+0.88101219j,\n",
      "        -0.89853687+0.6098423j ],\n",
      "       [-7.57206497+0.05670605j,  0.44573836+0.89516329j,\n",
      "        -0.89996373+0.61078315j],\n",
      "       [-7.56828292+0.04157807j,  0.41796034+0.90846527j,\n",
      "        -0.90130702+0.61171614j],\n",
      "       [-7.56453282+0.02618089j,  0.38978587+0.92090552j,\n",
      "        -0.90256447+0.61263962j],\n",
      "       [-7.56082319+0.01052807j,  0.36124167+0.93247223j,\n",
      "        -0.9037339 +0.61355183j],\n",
      "       [-7.55716238-0.0053663j ,  0.3323548 +0.94315443j,\n",
      "        -0.90481325+0.6144509j ],\n",
      "       [-7.55355856-0.02148763j,  0.30315267+0.952942j  ,\n",
      "        -0.90580058+0.61533486j],\n",
      "       [-7.55001967-0.03782083j,  0.27366299+0.96182564j,\n",
      "        -0.90669405+0.61620165j],\n",
      "       [-7.5465534 -0.05435036j,  0.24391372+0.96979694j,\n",
      "        -0.90749198+0.6170491j ],\n",
      "       [-7.54316715-0.07106016j,  0.21393308+0.97684832j,\n",
      "        -0.90819283+0.61787497j],\n",
      "       [-7.53986797-0.08793377j,  0.18374952+0.9829731j ,\n",
      "        -0.90879522+0.61867694j],\n",
      "       [-7.53666258-0.10495427j,  0.15339165+0.98816547j,\n",
      "        -0.90929792+0.61945259j],\n",
      "       [-7.53355728-0.12210435j,  0.12288829+0.99242051j,\n",
      "        -0.90969991+0.62019947j],\n",
      "       [-7.53055797-0.13936632j,  0.09226836+0.99573418j,\n",
      "        -0.91000032+0.62091507j],\n",
      "       [-7.52767009-0.15672216j,  0.06156091+0.99810333j,\n",
      "        -0.91019849+0.62159684j],\n",
      "       [-7.52489858-0.17415351j,  0.03079506+0.99952572j,\n",
      "        -0.91029395+0.62224218j],\n",
      "       [-7.51972202-0.20916801j, -0.03079506+0.99952572j,\n",
      "        -0.91017596+0.62341323j],\n",
      "       [-7.51732426-0.22671322j, -0.06156091+0.99810333j,\n",
      "        -0.90996261+0.62393375j],\n",
      "       [-7.51505749-0.24425816j, -0.09226836+0.99573418j,\n",
      "        -0.90964681+0.62440753j],\n",
      "       [-7.51292395-0.2617835j , -0.12288829+0.99242051j,\n",
      "        -0.90922915+0.62483206j],\n",
      "       [-7.51092531-0.27926981j, -0.15339165+0.98816547j,\n",
      "        -0.90871044+0.62520489j],\n",
      "       [-7.50906266-0.29669767j, -0.18374952+0.9829731j ,\n",
      "        -0.90809173+0.62552365j],\n",
      "       [-7.50733651-0.31404765j, -0.21393308+0.97684832j,\n",
      "        -0.90737425+0.62578608j],\n",
      "       [-7.50574679-0.33130042j, -0.24391372+0.96979694j,\n",
      "        -0.90655946+0.62599j   ],\n",
      "       [-7.50429283-0.34843671j, -0.27366299+0.96182564j,\n",
      "        -0.905649  +0.62613337j],\n",
      "       [-7.50297343-0.36543747j, -0.30315267+0.952942j  ,\n",
      "        -0.90464472+0.6262143j ],\n",
      "       [-7.50178681-0.38228379j, -0.3323548 +0.94315443j,\n",
      "        -0.90354863+0.62623103j],\n",
      "       [-7.50073069-0.39895705j, -0.36124167+0.93247223j,\n",
      "        -0.90236294+0.62618198j],\n",
      "       [-7.49980224-0.41543887j, -0.38978587+0.92090552j,\n",
      "        -0.90109   +0.62606574j],\n",
      "       [-7.49899819-0.43171122j, -0.41796034+0.90846527j,\n",
      "        -0.8997323 +0.6258811j ],\n",
      "       [-7.49831477-0.44775642j, -0.44573836+0.89516329j,\n",
      "        -0.8982925 +0.62562703j],\n",
      "       [-7.4977478 -0.46355716j, -0.47309356+0.88101219j,\n",
      "        -0.89677333+0.62530273j],\n",
      "       [-7.49729272-0.47909657j, -0.5       +0.8660254j ,\n",
      "        -0.89517767+0.62490758j],\n",
      "       [-7.49694458-0.49435821j, -0.52643216+0.85021714j,\n",
      "        -0.89350845+0.6244412j ],\n",
      "       [-7.49669811-0.50932613j, -0.55236497+0.83360239j,\n",
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      "       [-7.49654775-0.52398483j, -0.57777383+0.81619691j,\n",
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      "        -0.87568583+0.6170822j ],\n",
      "       [-7.498071  -0.62843962j, -0.75940492+0.6506183j ,\n",
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      "        -0.7478454 -0.51222702j]]), array([[-1.12717278+1.48519618j,  0.03079506-0.99952572j,\n",
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      "         0.77643298-0.3163342j ],\n",
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      "       [-0.99077901+0.91168116j,  0.94315443+0.3323548j ,\n",
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      "         0.79648388-0.79097272j],\n",
      "       [-1.03075202+1.04539703j,  0.75940492+0.6506183j ,\n",
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      "       [-1.13786407+1.93974095j, -0.90846527+0.41796034j,\n",
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      "       [-1.13678515+1.95007247j, -0.93247223+0.36124167j,\n",
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      "       [-1.13628539+1.95464872j, -0.94315443+0.3323548j ,\n",
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      "         0.81364554-0.49919184j],\n",
      "       [-1.13628539+1.95464872j, -0.94315443-0.3323548j ,\n",
      "         0.81307002-0.49177672j],\n",
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      "         0.81243848-0.48446472j],\n",
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      "         0.80347621-0.4180849j ],\n",
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      "         0.80237515-0.41221496j],\n",
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      "       [-1.131343  +1.51817742j, -0.03079506-0.99952572j,\n",
      "         0.77698856-0.31845173j]]), array([[-1.12717278+1.48519618j,  0.03079506-0.99952572j,\n",
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      "         0.55601557+0.62733318j],\n",
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      "         0.55614902+0.62743694j],\n",
      "       [-1.11439785+1.40100617j,  0.18374952-0.9829731j ,\n",
      "         0.55650407+0.6275527j ],\n",
      "       [-1.1114528 +1.38398188j,  0.21393308-0.97684832j,\n",
      "         0.55708339+0.62768023j],\n",
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      "         0.55788976+0.62781894j],\n",
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      "         0.55892601+0.62796788j],\n",
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      "         0.56169993+0.62829083j],\n",
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      "         0.56542917+0.62863362j],\n",
      "       [-1.08761836+1.26488669j,  0.41796034-0.90846527j,\n",
      "         0.56765968+0.62880574j],\n",
      "       [-1.0838178 +1.24807484j,  0.44573836-0.89516329j,\n",
      "         0.57013815+0.62897381j],\n",
      "       [-1.07993859+1.23136342j,  0.47309356-0.88101219j,\n",
      "         0.57286758+0.62913385j],\n",
      "       [-1.0759889 +1.21476987j,  0.5       -0.8660254j ,\n",
      "         0.57585082+0.62928135j],\n",
      "       [-1.07197746+1.19831203j,  0.52643216-0.85021714j,\n",
      "         0.57909061+0.62941127j],\n",
      "       [-1.06791356+1.18200805j,  0.55236497-0.83360239j,\n",
      "         0.58258948+0.62951808j],\n",
      "       [-1.063807  +1.1658765j ,  0.57777383-0.81619691j,\n",
      "         0.5863497 +0.62959571j],\n",
      "       [-1.05966813+1.14993633j,  0.60263464-0.79801723j,\n",
      "         0.59037323+0.62963756j],\n",
      "       [-1.05550776+1.13420692j,  0.62692381-0.77908057j,\n",
      "         0.59466166+0.62963654j],\n",
      "       [-1.05133719+1.11870806j,  0.6506183 -0.75940492j,\n",
      "         0.59921611+0.62958509j],\n",
      "       [-1.0471681 +1.10346003j,  0.67369564-0.73900892j,\n",
      "         0.6040372 +0.62947519j],\n",
      "       [-1.04301255+1.08848351j,  0.69613395-0.71791192j,\n",
      "         0.60912494+0.62929841j],\n",
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      "         0.61447868+0.62904601j],\n",
      "       [-1.03479181+1.05943016j,  0.73900892-0.67369564j,\n",
      "         0.62009701+0.62870895j],\n",
      "       [-1.03075202+1.04539703j,  0.75940492-0.6506183j ,\n",
      "         0.62597774+0.62827804j],\n",
      "       [-1.02677642+1.03172279j,  0.77908057-0.62692381j,\n",
      "         0.63211782+0.62774397j],\n",
      "       [-1.02287787+1.01843034j,  0.79801723-0.60263464j,\n",
      "         0.63851327+0.62709747j],\n",
      "       [-1.01906916+1.00554291j,  0.81619691-0.57777383j,\n",
      "         0.64515921+0.62632942j],\n",
      "       [-1.0153629 +0.99308403j,  0.83360239-0.55236497j,\n",
      "         0.65204977+0.62543098j],\n",
      "       [-1.01177139+0.98107745j,  0.85021714-0.52643216j,\n",
      "         0.65917812+0.6243937j ],\n",
      "       [-1.00830658+0.969547j  ,  0.8660254 -0.5j       ,\n",
      "         0.66653653+0.6232097j ],\n",
      "       [-1.00497994+0.95851653j,  0.88101219-0.47309356j,\n",
      "         0.67411631+0.62187178j],\n",
      "       [-1.00180242+0.94800975j,  0.89516329-0.44573836j,\n",
      "         0.68190796+0.62037354j],\n",
      "       [-0.9987843 +0.93805012j,  0.90846527-0.41796034j,\n",
      "         0.68990118+0.61870953j],\n",
      "       [-0.99593522+0.92866066j,  0.92090552-0.38978587j,\n",
      "         0.69808499+0.61687535j],\n",
      "       [-0.99326408+0.91986378j,  0.93247223-0.36124167j,\n",
      "         0.70644781+0.61486772j],\n",
      "       [-0.99077901+0.91168116j,  0.94315443-0.3323548j ,\n",
      "         0.71497757+0.61268458j],\n",
      "       [-0.98848737+0.90413353j,  0.952942  -0.30315267j,\n",
      "         0.72366184+0.61032515j],\n",
      "       [-0.98639573+0.8972405j ,  0.96182564-0.27366299j,\n",
      "         0.7324879 +0.60778992j],\n",
      "       [-0.98450987+0.8910204j ,  0.96979694-0.24391372j,\n",
      "         0.7414429 +0.60508073j],\n",
      "       [-0.98283485+0.88549011j,  0.97684832-0.21393308j,\n",
      "         0.75051391+0.60220069j],\n",
      "       [-0.98137498+0.88066492j,  0.9829731 -0.18374952j,\n",
      "         0.75968805+0.5991542j ],\n",
      "       [-0.98013389+0.87655838j,  0.98816547-0.15339165j,\n",
      "         0.76895255+0.5959469j ],\n",
      "       [-0.97911457+0.87318216j,  0.99242051-0.12288829j,\n",
      "         0.77829479+0.5925856j ],\n",
      "       [-0.97831938+0.87054598j,  0.99573418-0.09226836j,\n",
      "         0.78770238+0.58907824j],\n",
      "       [-0.97775013+0.86865747j,  0.99810333-0.06156091j,\n",
      "         0.79716316+0.58543375j],\n",
      "       [-0.97740808+0.86752214j,  0.99952572-0.03079506j,\n",
      "         0.80666523+0.58166203j],\n",
      "       [-0.97740808+0.86752214j,  0.99952572+0.03079506j,\n",
      "         0.82574677+0.57378064j],\n",
      "       [-0.97775013+0.86865747j,  0.99810333+0.06156091j,\n",
      "         0.83530357+0.56969458j],\n",
      "       [-0.97831938+0.87054598j,  0.99573418+0.09226836j,\n",
      "         0.84485621+0.56552836j],\n",
      "       [-0.97911457+0.87318216j,  0.99242051+0.12288829j,\n",
      "         0.85439371+0.56129506j],\n",
      "       [-0.98013389+0.87655838j,  0.98816547+0.15339165j,\n",
      "         0.86390516+0.55700815j],\n",
      "       [-0.98137498+0.88066492j,  0.9829731 +0.18374952j,\n",
      "         0.87337966+0.55268125j],\n",
      "       [-0.98283485+0.88549011j,  0.97684832+0.21393308j,\n",
      "         0.88280627+0.54832814j],\n",
      "       [-0.98450987+0.8910204j ,  0.96979694+0.24391372j,\n",
      "         0.89217397+0.54396254j],\n",
      "       [-0.98639573+0.8972405j ,  0.96182564+0.27366299j,\n",
      "         0.90147164+0.53959807j],\n",
      "       [-0.98848737+0.90413353j,  0.952942  +0.30315267j,\n",
      "         0.91068803+0.5352481j ],\n",
      "       [-0.99077901+0.91168116j,  0.94315443+0.3323548j ,\n",
      "         0.91981176+0.53092568j],\n",
      "       [-0.99326408+0.91986378j,  0.93247223+0.36124167j,\n",
      "         0.92883127+0.52664339j],\n",
      "       [-0.99593522+0.92866066j,  0.92090552+0.38978587j,\n",
      "         0.93773493+0.52241329j],\n",
      "       [-0.9987843 +0.93805012j,  0.90846527+0.41796034j,\n",
      "         0.94651097+0.5182468j ],\n",
      "       [-1.00180242+0.94800975j,  0.89516329+0.44573836j,\n",
      "         0.95514759+0.51415465j],\n",
      "       [-1.00497994+0.95851653j,  0.88101219+0.47309356j,\n",
      "         0.96363297+0.51014681j],\n",
      "       [-1.00830658+0.969547j  ,  0.8660254 +0.5j       ,\n",
      "         0.97195538+0.50623243j],\n",
      "       [-1.01177139+0.98107745j,  0.85021714+0.52643216j,\n",
      "         0.9801032 +0.50241984j],\n",
      "       [-1.0153629 +0.99308403j,  0.83360239+0.55236497j,\n",
      "         0.988065  +0.4987165j ],\n",
      "       [-1.01906916+1.00554291j,  0.81619691+0.57777383j,\n",
      "         0.99582963+0.495129j  ],\n",
      "       [-1.02287787+1.01843034j,  0.79801723+0.60263464j,\n",
      "         1.00338632+0.4916631j ],\n",
      "       [-1.02677642+1.03172279j,  0.77908057+0.62692381j,\n",
      "         1.01072466+0.48832372j],\n",
      "       [-1.03075202+1.04539703j,  0.75940492+0.6506183j ,\n",
      "         1.01783477+0.48511502j],\n",
      "       [-1.03479181+1.05943016j,  0.73900892+0.67369564j,\n",
      "         1.02470726+0.48204039j],\n",
      "       [-1.03888292+1.07379968j,  0.71791192+0.69613395j,\n",
      "         1.03133335+0.47910256j],\n",
      "       [-1.04301255+1.08848351j,  0.69613395+0.71791192j,\n",
      "         1.03770485+0.47630362j],\n",
      "       [-1.0471681 +1.10346003j,  0.67369564+0.73900892j,\n",
      "         1.04381425+0.47364511j],\n",
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      "         1.04965466+0.47112803j],\n",
      "       [-1.05550776+1.13420692j,  0.62692381+0.77908057j,\n",
      "         1.05521989+0.46875299j],\n",
      "       [-1.05966813+1.14993633j,  0.60263464+0.79801723j,\n",
      "         1.06050442+0.46652017j],\n",
      "       [-1.063807  +1.1658765j ,  0.57777383+0.81619691j,\n",
      "         1.0655034 +0.46442945j],\n",
      "       [-1.06791356+1.18200805j,  0.55236497+0.83360239j,\n",
      "         1.07021261+0.46248045j],\n",
      "       [-1.07197746+1.19831203j,  0.52643216+0.85021714j,\n",
      "         1.07462851+0.46067253j],\n",
      "       [-1.0759889 +1.21476987j,  0.5       +0.8660254j ,\n",
      "         1.07874816+0.45900489j],\n",
      "       [-1.07993859+1.23136342j,  0.47309356+0.88101219j,\n",
      "         1.08256921+0.45747658j],\n",
      "       [-1.0838178 +1.24807484j,  0.44573836+0.89516329j,\n",
      "         1.08608989+0.45608653j],\n",
      "       [-1.08761836+1.26488669j,  0.41796034+0.90846527j,\n",
      "         1.08930898+0.45483361j],\n",
      "       [-1.09133266+1.28178184j,  0.38978587+0.92090552j,\n",
      "         1.09222576+0.4537166j ],\n",
      "       [-1.09495368+1.29874348j,  0.36124167+0.93247223j,\n",
      "         1.09484   +0.45273425j],\n",
      "       [-1.09847495+1.31575511j,  0.3323548 +0.94315443j,\n",
      "         1.09715195+0.45188528j],\n",
      "       [-1.10189056+1.33280054j,  0.30315267+0.952942j  ,\n",
      "         1.09916226+0.4511684j ],\n",
      "       [-1.10519518+1.34986384j,  0.27366299+0.96182564j,\n",
      "         1.10087202+0.45058229j],\n",
      "       [-1.10838401+1.36692941j,  0.24391372+0.96979694j,\n",
      "         1.10228268+0.45012567j],\n",
      "       [-1.1114528 +1.38398188j,  0.21393308+0.97684832j,\n",
      "         1.10339605+0.4497972j ],\n",
      "       [-1.11439785+1.40100617j,  0.18374952+0.9829731j ,\n",
      "         1.10421428+0.4495956j ],\n",
      "       [-1.11721595+1.41798749j,  0.15339165+0.98816547j,\n",
      "         1.10473983+0.44951955j],\n",
      "       [-1.11990444+1.43491128j,  0.12288829+0.99242051j,\n",
      "         1.10497547+0.44956775j],\n",
      "       [-1.12246112+1.45176328j,  0.09226836+0.99573418j,\n",
      "         1.10492421+0.44973887j],\n",
      "       [-1.1248843 +1.46852949j,  0.06156091+0.99810333j,\n",
      "         1.10458936+0.45003161j],\n",
      "       [-1.12717278+1.48519618j,  0.03079506+0.99952572j,\n",
      "         1.10397443+0.45044462j],\n",
      "       [-1.131343  +1.51817742j, -0.03079506+0.99952572j,\n",
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      "       [-1.13322457+1.53446589j, -0.06156091+0.99810333j,\n",
      "         1.10048784+0.4523915j ],\n",
      "       [-1.13497104+1.55060267j, -0.09226836+0.99573418j,\n",
      "         1.09879225+0.45327166j],\n",
      "       [-1.13658336+1.56657543j, -0.12288829+0.99242051j,\n",
      "         1.09683736+0.45426494j],\n",
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      "         1.09462786+0.45536977j],\n",
      "       [-1.13941134+1.597981j  , -0.18374952+0.9829731j ,\n",
      "         1.09216859+0.45658451j],\n",
      "       [-1.14063082+1.61339062j, -0.21393308+0.97684832j,\n",
      "         1.08946455+0.45790746j],\n",
      "       [-1.14172377+1.62858986j, -0.24391372+0.96979694j,\n",
      "         1.08652086+0.45933683j],\n",
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      "         1.08334276+0.46087076j],\n",
      "       [-1.14354151+1.6583142j , -0.30315267+0.952942j  ,\n",
      "         1.07993562+0.46250727j],\n",
      "       [-1.14427279+1.67281861j, -0.3323548 +0.94315443j,\n",
      "         1.07630492+0.46424432j],\n",
      "       [-1.14489049+1.68707127j, -0.36124167+0.93247223j,\n",
      "         1.07245622+0.46607973j],\n",
      "       [-1.14539858+1.70106265j, -0.38978587+0.92090552j,\n",
      "         1.06839521+0.46801123j],\n",
      "       [-1.14580126+1.71478356j, -0.41796034+0.90846527j,\n",
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      "         1.05965928+0.47215279j],\n",
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      "         1.0549961 +0.47435769j],\n",
      "       [-1.14642231+1.75423678j, -0.5       +0.8660254j ,\n",
      "         1.05014404+0.47664836j],\n",
      "       [-1.14644984+1.76679082j, -0.52643216+0.85021714j,\n",
      "         1.0451091 +0.47902188j],\n",
      "       [-1.14639614+1.77903364j, -0.55236497+0.83360239j,\n",
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      "         0.99257553+0.50356446j],\n",
      "       [-1.14316694+1.87415694j, -0.75940492+0.6506183j ,\n",
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      "         0.9794083 +0.5096303j ],\n",
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      "       [ 1.11439785-1.40100617j, -0.18374952+0.9829731j ,\n",
      "        -0.77683591+0.31629912j],\n",
      "       [ 1.1114528 -1.38398188j, -0.21393308+0.97684832j,\n",
      "        -0.77714873+0.31680313j],\n",
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      "        -0.77803244+0.31844541j],\n",
      "       [ 1.10189056-1.33280054j, -0.30315267+0.952942j  ,\n",
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      "       [ 1.09133266-1.28178184j, -0.38978587+0.92090552j,\n",
      "        -0.78082169+0.32435763j],\n",
      "       [ 1.08761836-1.26488669j, -0.41796034+0.90846527j,\n",
      "        -0.78172534+0.32640414j],\n",
      "       [ 1.0838178 -1.24807484j, -0.44573836+0.89516329j,\n",
      "        -0.78270759+0.32868586j],\n",
      "       [ 1.07993859-1.23136342j, -0.47309356+0.88101219j,\n",
      "        -0.78376567+0.33120694j],\n",
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      "       [ 1.10838401-1.36692941j, -0.24391372-0.96979694j,\n",
      "        -1.10228268-0.45012567j],\n",
      "       [ 1.1114528 -1.38398188j, -0.21393308-0.97684832j,\n",
      "        -1.10339605-0.4497972j ],\n",
      "       [ 1.11439785-1.40100617j, -0.18374952-0.9829731j ,\n",
      "        -1.10421428-0.4495956j ],\n",
      "       [ 1.11721595-1.41798749j, -0.15339165-0.98816547j,\n",
      "        -1.10473983-0.44951955j],\n",
      "       [ 1.11990444-1.43491128j, -0.12288829-0.99242051j,\n",
      "        -1.10497547-0.44956775j],\n",
      "       [ 1.12246112-1.45176328j, -0.09226836-0.99573418j,\n",
      "        -1.10492421-0.44973887j],\n",
      "       [ 1.1248843 -1.46852949j, -0.06156091-0.99810333j,\n",
      "        -1.10458936-0.45003161j],\n",
      "       [ 1.12717278-1.48519618j, -0.03079506-0.99952572j,\n",
      "        -1.10397443-0.45044462j],\n",
      "       [ 1.131343  -1.51817742j,  0.03079506-0.99952572j,\n",
      "        -1.10191961-0.45162597j],\n",
      "       [ 1.13322457-1.53446589j,  0.06156091-0.99810333j,\n",
      "        -1.10048784-0.4523915j ],\n",
      "       [ 1.13497104-1.55060267j,  0.09226836-0.99573418j,\n",
      "        -1.09879225-0.45327166j],\n",
      "       [ 1.13658336-1.56657543j,  0.12288829-0.99242051j,\n",
      "        -1.09683736-0.45426494j],\n",
      "       [ 1.13806289-1.58237212j,  0.15339165-0.98816547j,\n",
      "        -1.09462786-0.45536977j],\n",
      "       [ 1.13941134-1.597981j  ,  0.18374952-0.9829731j ,\n",
      "        -1.09216859-0.45658451j],\n",
      "       [ 1.14063082-1.61339062j,  0.21393308-0.97684832j,\n",
      "        -1.08946455-0.45790746j],\n",
      "       [ 1.14172377-1.62858986j,  0.24391372-0.96979694j,\n",
      "        -1.08652086-0.45933683j],\n",
      "       [ 1.14269297-1.64356789j,  0.27366299-0.96182564j,\n",
      "        -1.08334276-0.46087076j],\n",
      "       [ 1.14354151-1.6583142j ,  0.30315267-0.952942j  ,\n",
      "        -1.07993562-0.46250727j],\n",
      "       [ 1.14427279-1.67281861j,  0.3323548 -0.94315443j,\n",
      "        -1.07630492-0.46424432j],\n",
      "       [ 1.14489049-1.68707127j,  0.36124167-0.93247223j,\n",
      "        -1.07245622-0.46607973j],\n",
      "       [ 1.14539858-1.70106265j,  0.38978587-0.92090552j,\n",
      "        -1.06839521-0.46801123j],\n",
      "       [ 1.14580126-1.71478356j,  0.41796034-0.90846527j,\n",
      "        -1.06412762-0.47003642j],\n",
      "       [ 1.14610297-1.72822517j,  0.44573836-0.89516329j,\n",
      "        -1.05965928-0.47215279j],\n",
      "       [ 1.14630837-1.74137896j,  0.47309356-0.88101219j,\n",
      "        -1.0549961 -0.47435769j],\n",
      "       [ 1.14642231-1.75423678j,  0.5       -0.8660254j ,\n",
      "        -1.05014404-0.47664836j],\n",
      "       [ 1.14644984-1.76679082j,  0.52643216-0.85021714j,\n",
      "        -1.0451091 -0.47902188j],\n",
      "       [ 1.14639614-1.77903364j,  0.55236497-0.83360239j,\n",
      "        -1.03989736-0.48147522j],\n",
      "       [ 1.14626655-1.79095812j,  0.57777383-0.81619691j,\n",
      "        -1.03451491-0.4840052j ],\n",
      "       [ 1.14606652-1.80255752j,  0.60263464-0.79801723j,\n",
      "        -1.02896789-0.48660848j],\n",
      "       [ 1.14580159-1.81382543j,  0.62692381-0.77908057j,\n",
      "        -1.02326245-0.48928163j],\n",
      "       [ 1.1454774 -1.82475581j,  0.6506183 -0.75940492j,\n",
      "        -1.01740478-0.49202103j],\n",
      "       [ 1.14509962-1.83534295j,  0.67369564-0.73900892j,\n",
      "        -1.01140106-0.49482295j],\n",
      "       [ 1.14467396-1.84558149j,  0.69613395-0.71791192j,\n",
      "        -1.00525749-0.49768352j],\n",
      "       [ 1.14420616-1.8554664j ,  0.71791192-0.69613395j,\n",
      "        -0.99898025-0.50059874j],\n",
      "       [ 1.14370192-1.86499301j,  0.73900892-0.67369564j,\n",
      "        -0.99257553-0.50356446j],\n",
      "       [ 1.14316694-1.87415694j,  0.75940492-0.6506183j ,\n",
      "        -0.9860495 -0.50657644j],\n",
      "       [ 1.14260684-1.88295414j,  0.77908057-0.62692381j,\n",
      "        -0.9794083 -0.5096303j ],\n",
      "       [ 1.14202719-1.89138088j,  0.79801723-0.60263464j,\n",
      "        -0.97265806-0.51272157j],\n",
      "       [ 1.14143344-1.89943372j,  0.81619691-0.57777383j,\n",
      "        -0.96580488-0.51584565j],\n",
      "       [ 1.14083094-1.90710951j,  0.83360239-0.55236497j,\n",
      "        -0.95885482-0.51899789j],\n",
      "       [ 1.14022491-1.91440537j,  0.85021714-0.52643216j,\n",
      "        -0.95181392-0.52217352j],\n",
      "       [ 1.13962042-1.92131869j,  0.8660254 -0.5j       ,\n",
      "        -0.94468816-0.52536772j],\n",
      "       [ 1.13902235-1.92784711j,  0.88101219-0.47309356j,\n",
      "        -0.93748351-0.52857561j],\n",
      "       [ 1.1384354 -1.93398849j,  0.89516329-0.44573836j,\n",
      "        -0.93020587-0.53179226j],\n",
      "       [ 1.13786407-1.93974095j,  0.90846527-0.41796034j,\n",
      "        -0.92286112-0.53501272j],\n",
      "       [ 1.13731264-1.94510277j,  0.92090552-0.38978587j,\n",
      "        -0.91545509-0.538232j  ],\n",
      "       [ 1.13678515-1.95007247j,  0.93247223-0.36124167j,\n",
      "        -0.90799359-0.54144513j],\n",
      "       [ 1.13628539-1.95464872j,  0.94315443-0.3323548j ,\n",
      "        -0.90048237-0.54464714j],\n",
      "       [ 1.13581691-1.95883037j,  0.952942  -0.30315267j,\n",
      "        -0.89292715-0.54783309j],\n",
      "       [ 1.13538295-1.96261641j,  0.96182564-0.27366299j,\n",
      "        -0.88533364-0.55099808j],\n",
      "       [ 1.13498651-1.96600598j,  0.96979694-0.24391372j,\n",
      "        -0.87770749-0.55413727j],\n",
      "       [ 1.13463028-1.96899834j,  0.97684832-0.21393308j,\n",
      "        -0.87005434-0.5572459j ],\n",
      "       [ 1.13431664-1.97159287j,  0.9829731 -0.18374952j,\n",
      "        -0.86237983-0.5603193j ],\n",
      "       [ 1.13404769-1.97378906j,  0.98816547-0.15339166j,\n",
      "        -0.85468954-0.56335291j],\n",
      "       [ 1.1338252 -1.97558649j,  0.99242051-0.12288829j,\n",
      "        -0.84698908-0.56634228j],\n",
      "       [ 1.13365063-1.97698482j,  0.99573418-0.09226836j,\n",
      "        -0.83928401-0.56928312j],\n",
      "       [ 1.13352512-1.9779838j ,  0.99810333-0.06156091j,\n",
      "        -0.83157991-0.57217128j],\n",
      "       [ 1.13344948-1.97858326j,  0.99952572-0.03079506j,\n",
      "        -0.82388236-0.57500278j],\n",
      "       [ 1.13344948-1.97858326j,  0.99952572+0.03079506j,\n",
      "        -0.80852915-0.58048085j],\n",
      "       [ 1.13352512-1.9779838j ,  0.99810333+0.06156091j,\n",
      "        -0.80088463-0.58312045j],\n",
      "       [ 1.13365063-1.97698482j,  0.99573418+0.09226836j,\n",
      "        -0.79326894-0.58568948j],\n",
      "       [ 1.1338252 -1.97558649j,  0.99242051+0.12288829j,\n",
      "        -0.78568765-0.58818503j],\n",
      "       [ 1.13404769-1.97378906j,  0.98816547+0.15339165j,\n",
      "        -0.77814633-0.59060444j],\n",
      "       [ 1.13431664-1.97159287j,  0.9829731 +0.18374952j,\n",
      "        -0.77065055-0.59294529j],\n",
      "       [ 1.13463028-1.96899834j,  0.97684832+0.21393308j,\n",
      "        -0.76320588-0.59520545j],\n",
      "       [ 1.13498651-1.96600598j,  0.96979694+0.24391372j,\n",
      "        -0.75581788-0.59738305j],\n",
      "       [ 1.13538295-1.96261641j,  0.96182564+0.27366299j,\n",
      "        -0.74849208-0.59947653j],\n",
      "       [ 1.13581691-1.95883037j,  0.952942  +0.30315267j,\n",
      "        -0.741234  -0.60148459j],\n",
      "       [ 1.13628539-1.95464872j,  0.94315443+0.3323548j ,\n",
      "        -0.73404911-0.60340624j],\n",
      "       [ 1.13678515-1.95007247j,  0.93247223+0.36124167j,\n",
      "        -0.72694288-0.60524078j],\n",
      "       [ 1.13731264-1.94510277j,  0.92090552+0.38978587j,\n",
      "        -0.71992069-0.60698781j],\n",
      "       [ 1.13786407-1.93974095j,  0.90846527+0.41796034j,\n",
      "        -0.71298789-0.60864721j],\n",
      "       [ 1.1384354 -1.93398849j,  0.89516329+0.44573836j,\n",
      "        -0.70614975-0.61021918j],\n",
      "       [ 1.13902235-1.92784711j,  0.88101219+0.47309356j,\n",
      "        -0.69941147-0.61170419j],\n",
      "       [ 1.13962042-1.92131869j,  0.8660254 +0.5j       ,\n",
      "        -0.69277816-0.61310301j],\n",
      "       [ 1.14022491-1.91440537j,  0.85021714+0.52643216j,\n",
      "        -0.68625484-0.61441666j],\n",
      "       [ 1.14083094-1.90710951j,  0.83360239+0.55236497j,\n",
      "        -0.67984642-0.61564646j],\n",
      "       [ 1.14143344-1.89943372j,  0.81619691+0.57777383j,\n",
      "        -0.67355768-0.61679398j],\n",
      "       [ 1.14202719-1.89138088j,  0.79801723+0.60263464j,\n",
      "        -0.6673933 -0.61786102j],\n",
      "       [ 1.14260684-1.88295414j,  0.77908057+0.62692381j,\n",
      "        -0.66135781-0.61884962j],\n",
      "       [ 1.14316694-1.87415694j,  0.75940492+0.6506183j ,\n",
      "        -0.6554556 -0.61976206j],\n",
      "       [ 1.14370192-1.86499301j,  0.73900892+0.67369564j,\n",
      "        -0.64969092-0.62060081j],\n",
      "       [ 1.14420616-1.8554664j ,  0.71791192+0.69613395j,\n",
      "        -0.64406788-0.62136851j],\n",
      "       [ 1.14467396-1.84558149j,  0.69613395+0.71791192j,\n",
      "        -0.63859041-0.62206799j],\n",
      "       [ 1.14509962-1.83534295j,  0.67369564+0.73900892j,\n",
      "        -0.6332623 -0.62270224j],\n",
      "       [ 1.1454774 -1.82475581j,  0.6506183 +0.75940492j,\n",
      "        -0.62808718-0.62327438j],\n",
      "       [ 1.14580159-1.81382543j,  0.62692381+0.77908057j,\n",
      "        -0.62306852-0.62378762j],\n",
      "       [ 1.14606652-1.80255752j,  0.60263464+0.79801723j,\n",
      "        -0.61820964-0.62424531j],\n",
      "       [ 1.14626655-1.79095812j,  0.57777383+0.81619691j,\n",
      "        -0.61351369-0.62465085j],\n",
      "       [ 1.14639614-1.77903364j,  0.55236497+0.83360238j,\n",
      "        -0.60898369-0.62500772j],\n",
      "       [ 1.14644984-1.76679082j,  0.52643216+0.85021714j,\n",
      "        -0.60462251-0.62531942j],\n",
      "       [ 1.14642231-1.75423678j,  0.5       +0.8660254j ,\n",
      "        -0.60043288-0.6255895j ],\n",
      "       [ 1.14630837-1.74137896j,  0.47309356+0.88101219j,\n",
      "        -0.59641741-0.6258215j ],\n",
      "       [ 1.14610297-1.72822517j,  0.44573836+0.89516329j,\n",
      "        -0.59257859-0.62601896j],\n",
      "       [ 1.14580126-1.71478356j,  0.41796035+0.90846527j,\n",
      "        -0.58891878-0.62618538j],\n",
      "       [ 1.14539858-1.70106265j,  0.38978587+0.92090552j,\n",
      "        -0.58544027-0.62632424j],\n",
      "       [ 1.14489049-1.68707127j,  0.36124167+0.93247223j,\n",
      "        -0.58214524-0.62643893j],\n",
      "       [ 1.14427279-1.67281861j,  0.3323548 +0.94315443j,\n",
      "        -0.57903582-0.62653281j],\n",
      "       [ 1.14354151-1.6583142j ,  0.30315267+0.952942j  ,\n",
      "        -0.57611404-0.62660911j],\n",
      "       [ 1.14269297-1.64356789j,  0.27366299+0.96182564j,\n",
      "        -0.5733819 -0.62667099j],\n",
      "       [ 1.14172377-1.62858986j,  0.24391372+0.96979694j,\n",
      "        -0.57084138-0.62672149j],\n",
      "       [ 1.14063082-1.61339062j,  0.21393308+0.97684832j,\n",
      "        -0.56849439-0.6267635j ],\n",
      "       [ 1.13941134-1.597981j  ,  0.18374952+0.9829731j ,\n",
      "        -0.56634286-0.6267998j ],\n",
      "       [ 1.13806289-1.58237212j,  0.15339166+0.98816547j,\n",
      "        -0.56438871-0.62683301j],\n",
      "       [ 1.13658336-1.56657543j,  0.12288829+0.99242051j,\n",
      "        -0.56263388-0.62686558j],\n",
      "       [ 1.13497104-1.55060267j,  0.09226836+0.99573418j,\n",
      "        -0.56108032-0.62689979j],\n",
      "       [ 1.13322457-1.53446589j,  0.06156091+0.99810333j,\n",
      "        -0.55973003-0.62693771j],\n",
      "       [ 1.131343  -1.51817742j,  0.03079506+0.99952572j,\n",
      "        -0.55858504-0.62698124j]])]\n"
     ]
    }
   ],
   "source": [
    "print(GBZ_loops)"
   ]
  }
 ],
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